{"id":"W2894039422","doi":"10.1164/rccm.201806-1111oc","title":"Intrathoracic Airway Closure Impacts CO2 Signal and Delivered Ventilation during Cardiopulmonary Resuscitation","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vitalité Health Network; University of Toronto; Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université de Montréal; St. Michael's Hospital","funders":"","keywords":"Medicine; Airway; Cardiopulmonary resuscitation; Ventilation (architecture); Anesthesia; Resuscitation; Intubation; Mean airway pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005266382,0.0001523386,0.0004952512,0.0002256167,0.0001990152,0.00001838602,0.00003907707,0.00006667152,0.0000274518],"category_scores_gemma":[0.0006185408,0.0001138734,0.00008909639,0.0002741935,0.001510559,0.0001956084,0.00002090991,0.00029613,0.000001684209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006411917,"about_ca_system_score_gemma":0.0001105903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001454472,"about_ca_topic_score_gemma":0.000004441555,"domain_scores_codex":[0.9984711,0.0001998176,0.0004580501,0.0001913661,0.000472794,0.0002068395],"domain_scores_gemma":[0.998124,0.0002130841,0.0001871877,0.000111781,0.0009541418,0.0004098156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01514685,0.0001342581,0.4302276,0.001703136,0.000420079,0.001986522,0.01723834,0.000009568997,0.2341033,0.0003687953,0.001076372,0.2975852],"study_design_scores_gemma":[0.002840601,0.01092844,0.9539205,0.001478409,0.0008750392,0.0004900582,0.02182829,0.00002446594,0.005940882,0.0001158475,0.001316848,0.0002406191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918766,0.005792169,0.0002980946,0.001031814,0.000521443,0.0001168574,0.000004787893,0.00001348301,0.0003447507],"genre_scores_gemma":[0.9967015,0.000161566,0.0002740288,0.0004503347,0.002386348,0.000001776381,0.000004832782,0.00001616988,0.000003455618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5236929,"threshold_uncertainty_score":0.5565719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218652832033349,"score_gpt":0.3086421510295492,"score_spread":0.2964556227092157,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}